GLMM with ordinal dependent variable in R?

Binary Logistic Generalized Linear Mixed model in SPSS. Is it doable?

I want to analyses the proportion of swimming sperm of three species of fish in two salinities. To analyse the proportion of swimming sperm in a Generalized Linear Model, I would use a Binary...

03 March 2021 2,297 3 View

Do I need to do linear regression before running mediation analysis using PROCESS MACRO by Hayes ?

I just wanted to check if I need to run a linear regression separately if I am using PROCESS MACRO to run mediation analysis. Thank you.

02 March 2021 4,359 3 View

How to repeat an operation on an atom selection for multiple times in PyMol?

Hi, I am trying to construct a multi-layer fibril structure from a single layer in PyMol by translating the layer along the fibril axis. For now, I am able to use the Translate command in PyMol...

02 March 2021 4,569 4 View

What analysis to choose with a large neste dataset and clearly skewed or kurtotic distributions?

Hello! I have a dataset of n=3000 nested within 8 countries with approximately 200 or 400 responses in each country. I originally planned to perform multilevel modelling with 4 dependent variables...

02 March 2021 6,865 1 View

How can we simulate an hyperelastic-viscoelastic behavor with Ansys APDL?

I am working on modeling and simulation of biomecanical material behaviour, I have succeded on simulating skin using anisotropic hyperelastic material, on APDL and in our lab's finite element...

28 February 2021 552 3 View

How to plot the probability paper of Gumbel distribution using R programing?

In R-studio, there are many commands of Gumbel package. Arguments are also different. I`m asking about the alpha parameter of the Copula which must be greater than 1. If this is the one used to...

25 February 2021 5,229 3 View

Treating Intermediate Variable in Linear Regression Analysis in SPSS?

While performing the Linear regression analysis in SPSS version 26.0.0. my intermediate/mediation variable goes to the excluded section. Please share your valuable suggestion "How to restrain the...

25 February 2021 4,591 5 View

How to run raise regression in R?

if anybody know how to run raise regression in r, and raise parameter selection, please help me

24 February 2021 8,199 1 View

Are there methods for automatically mapping floodplains, fans and terraces?

I want to map these river geoforms with as little subjectivity as possible. I have a high resolution DEM generated by drone data.

22 February 2021 7,800 3 View

Can I do two kinds of mixed method in explanatory research?

Dear distinguish professors and scholars, I have a research in measuring two kinds: think tank capacity and research impact on policy. Can I do two kinds of mixed methods in order to find, "Is...

20 February 2021 6,897 1 View

Jochen Wilhelm

https://cran.r-project.org/web/packages/ordinal/ordinal.pdf

https://rdrr.io/rforge/MPDiR/man/polmer.html

Jos Feys

See also:

https://stats.idre.ucla.edu/r/dae/multinomial-logistic-regression/

https://www.r-bloggers.com/2020/05/multinomial-logistic-regression-with-r/

https://bookdown.org/chua/ber642_advanced_regression/multinomial-logistic-regression.html

Remal Al-Gounmeein

See these links:

https://stats.stackexchange.com/questions/287522/how-to-do-glmm-if-the-dependent-variable-is-categorical-in-r

https://www.researchgate.net/post/How_to_perform_mixed_random_parameters_ordinal_logistic_regression_in_R_which_package_suites_best_for_all_categorical_dependent_variable

https://community.rstudio.com/t/glm-with-categorical-dependent-variable-and-ordinal-independent-variable/91026/2

https://bookdown.org/mpfoley1973/statistics/generalized-linear-models-glm.html

Proloy Barua

"GLMM FAQ" https://bbolker.github.io/mixedmodels-misc/glmmFAQ.html

Md. Kamruzzaman

You can use "ordinal" package using clmm or clmm2 function.